Dataset statistics
| Number of variables | 30 |
|---|---|
| Number of observations | 546589 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 82354 |
| Duplicate rows (%) | 15.1% |
| Total size in memory | 125.1 MiB |
| Average record size in memory | 240.0 B |
Variable types
| Numeric | 19 |
|---|---|
| Categorical | 11 |
| Dataset has 82354 (15.1%) duplicate rows | Duplicates |
days_from_first_active_until_booking is highly correlated with days_from_account_created_until_first_booking | High correlation |
days_from_account_created_until_first_booking is highly correlated with days_from_first_active_until_booking | High correlation |
year_first_active is highly correlated with year_first_booking and 1 other fields | High correlation |
month_first_active is highly correlated with week_of_year_first_active and 4 other fields | High correlation |
day_first_active is highly correlated with day_account_created | High correlation |
day_of_week_first_active is highly correlated with day_of_week_account_created | High correlation |
week_of_year_first_active is highly correlated with month_first_active and 4 other fields | High correlation |
year_first_booking is highly correlated with year_first_active and 1 other fields | High correlation |
month_first_booking is highly correlated with month_first_active and 4 other fields | High correlation |
week_of_year_first_booking is highly correlated with month_first_active and 4 other fields | High correlation |
year_account_created is highly correlated with year_first_active and 1 other fields | High correlation |
month_account_created is highly correlated with month_first_active and 4 other fields | High correlation |
day_account_created is highly correlated with day_first_active | High correlation |
day_of_week_account_created is highly correlated with day_of_week_first_active | High correlation |
week_of_year_account_created is highly correlated with month_first_active and 4 other fields | High correlation |
days_from_first_active_until_booking is highly correlated with days_from_account_created_until_first_booking and 1 other fields | High correlation |
days_from_account_created_until_first_booking is highly correlated with days_from_first_active_until_booking and 1 other fields | High correlation |
year_first_active is highly correlated with year_first_booking and 1 other fields | High correlation |
month_first_active is highly correlated with week_of_year_first_active and 4 other fields | High correlation |
day_first_active is highly correlated with day_account_created | High correlation |
day_of_week_first_active is highly correlated with day_of_week_account_created | High correlation |
week_of_year_first_active is highly correlated with month_first_active and 4 other fields | High correlation |
year_first_booking is highly correlated with days_from_first_active_until_booking and 3 other fields | High correlation |
month_first_booking is highly correlated with month_first_active and 4 other fields | High correlation |
week_of_year_first_booking is highly correlated with month_first_active and 4 other fields | High correlation |
year_account_created is highly correlated with year_first_active and 1 other fields | High correlation |
month_account_created is highly correlated with month_first_active and 4 other fields | High correlation |
day_account_created is highly correlated with day_first_active | High correlation |
day_of_week_account_created is highly correlated with day_of_week_first_active | High correlation |
week_of_year_account_created is highly correlated with month_first_active and 4 other fields | High correlation |
days_from_first_active_until_booking is highly correlated with days_from_account_created_until_first_booking | High correlation |
days_from_account_created_until_first_booking is highly correlated with days_from_first_active_until_booking | High correlation |
year_first_active is highly correlated with year_first_booking and 1 other fields | High correlation |
month_first_active is highly correlated with week_of_year_first_active and 4 other fields | High correlation |
day_first_active is highly correlated with day_account_created | High correlation |
day_of_week_first_active is highly correlated with day_of_week_account_created | High correlation |
week_of_year_first_active is highly correlated with month_first_active and 4 other fields | High correlation |
year_first_booking is highly correlated with year_first_active and 1 other fields | High correlation |
month_first_booking is highly correlated with month_first_active and 4 other fields | High correlation |
week_of_year_first_booking is highly correlated with month_first_active and 4 other fields | High correlation |
year_account_created is highly correlated with year_first_active and 1 other fields | High correlation |
month_account_created is highly correlated with month_first_active and 4 other fields | High correlation |
day_account_created is highly correlated with day_first_active | High correlation |
day_of_week_account_created is highly correlated with day_of_week_first_active | High correlation |
week_of_year_account_created is highly correlated with month_first_active and 4 other fields | High correlation |
affiliate_channel is highly correlated with affiliate_provider | High correlation |
signup_app is highly correlated with first_device_type | High correlation |
affiliate_provider is highly correlated with affiliate_channel | High correlation |
first_browser is highly correlated with first_device_type | High correlation |
first_device_type is highly correlated with signup_app and 1 other fields | High correlation |
signup_flow is highly correlated with affiliate_channel and 3 other fields | High correlation |
days_from_first_active_until_booking is highly correlated with days_from_account_created_until_first_booking and 5 other fields | High correlation |
days_from_account_created_until_first_booking is highly correlated with days_from_first_active_until_booking and 7 other fields | High correlation |
year_first_active is highly correlated with days_from_account_created_until_first_booking and 6 other fields | High correlation |
month_first_active is highly correlated with year_first_active and 6 other fields | High correlation |
day_first_active is highly correlated with day_first_booking and 1 other fields | High correlation |
day_of_week_first_active is highly correlated with day_of_week_account_created | High correlation |
week_of_year_first_active is highly correlated with year_first_active and 6 other fields | High correlation |
year_first_booking is highly correlated with days_from_first_active_until_booking and 7 other fields | High correlation |
month_first_booking is highly correlated with days_from_first_active_until_booking and 7 other fields | High correlation |
day_first_booking is highly correlated with days_from_first_active_until_booking and 6 other fields | High correlation |
week_of_year_first_booking is highly correlated with days_from_first_active_until_booking and 9 other fields | High correlation |
year_account_created is highly correlated with days_from_account_created_until_first_booking and 6 other fields | High correlation |
month_account_created is highly correlated with year_first_active and 6 other fields | High correlation |
day_account_created is highly correlated with day_first_active and 1 other fields | High correlation |
day_of_week_account_created is highly correlated with day_of_week_first_active | High correlation |
week_of_year_account_created is highly correlated with year_first_active and 6 other fields | High correlation |
affiliate_channel is highly correlated with signup_flow and 3 other fields | High correlation |
affiliate_provider is highly correlated with signup_flow and 2 other fields | High correlation |
first_affiliate_tracked is highly correlated with affiliate_channel and 1 other fields | High correlation |
signup_app is highly correlated with signup_flow and 3 other fields | High correlation |
first_device_type is highly correlated with signup_app and 1 other fields | High correlation |
first_browser is highly correlated with signup_flow and 2 other fields | High correlation |
country_destination is highly correlated with days_from_first_active_until_booking and 4 other fields | High correlation |
days_from_first_active_until_account_created is highly skewed (γ1 = 68.33411796) | Skewed |
signup_flow has 437533 (80.0%) zeros | Zeros |
days_from_first_active_until_booking has 122273 (22.4%) zeros | Zeros |
days_from_first_active_until_account_created has 545580 (99.8%) zeros | Zeros |
days_from_account_created_until_first_booking has 122162 (22.3%) zeros | Zeros |
day_of_week_first_active has 88730 (16.2%) zeros | Zeros |
day_of_week_first_booking has 124318 (22.7%) zeros | Zeros |
day_of_week_account_created has 88683 (16.2%) zeros | Zeros |
Reproduction
| Analysis started | 2022-02-01 22:34:27.341769 |
|---|---|
| Analysis finished | 2022-02-01 22:39:49.294876 |
| Duration | 5 minutes and 21.95 seconds |
| Software version | pandas-profiling v3.1.1 |
| Download configuration | config.json |
| Distinct | 26 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.753039304 |
| Minimum | 0 |
|---|---|
| Maximum | 25 |
| Zeros | 437533 |
| Zeros (%) | 80.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 15 |
| Maximum | 25 |
| Range | 25 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 5.368695707 |
|---|---|
| Coefficient of variation (CV) | 3.062507324 |
| Kurtosis | 11.12837096 |
| Mean | 1.753039304 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.482994472 |
| Sum | 958192 |
| Variance | 28.82289359 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 437533 | |
| 1 | 25194 | 4.6% |
| 2 | 21957 | 4.0% |
| 25 | 11726 | 2.1% |
| 3 | 10882 | 2.0% |
| 12 | 8554 | 1.6% |
| 24 | 6951 | 1.3% |
| 23 | 2977 | 0.5% |
| 5 | 1984 | 0.4% |
| 4 | 1910 | 0.3% |
| Other values (16) | 16921 | 3.1% |
| Value | Count | Frequency (%) |
| 0 | 437533 | |
| 1 | 25194 | 4.6% |
| 2 | 21957 | 4.0% |
| 3 | 10882 | 2.0% |
| 4 | 1910 | 0.3% |
| 5 | 1984 | 0.4% |
| 6 | 1906 | 0.3% |
| 7 | 1632 | 0.3% |
| 8 | 1707 | 0.3% |
| 9 | 1570 | 0.3% |
| Value | Count | Frequency (%) |
| 25 | 11726 | |
| 24 | 6951 | |
| 23 | 2977 | 0.5% |
| 22 | 790 | 0.1% |
| 21 | 1023 | 0.2% |
| 20 | 646 | 0.1% |
| 19 | 676 | 0.1% |
| 18 | 634 | 0.1% |
| 17 | 669 | 0.1% |
| 16 | 603 | 0.1% |
days_from_first_active_until_booking
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 1853 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 116.4395515 |
| Minimum | 0 |
|---|---|
| Maximum | 2228 |
| Zeros | 122273 |
| Zeros (%) | 22.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 6 |
| Q3 | 105 |
| 95-th percentile | 675 |
| Maximum | 2228 |
| Range | 2228 |
| Interquartile range (IQR) | 104 |
Descriptive statistics
| Standard deviation | 241.5053925 |
|---|---|
| Coefficient of variation (CV) | 2.074083844 |
| Kurtosis | 9.694032896 |
| Mean | 116.4395515 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | 2.961521664 |
| Sum | 63644578 |
| Variance | 58324.85462 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 122273 | |
| 1 | 68401 | 12.5% |
| 2 | 30714 | 5.6% |
| 3 | 19613 | 3.6% |
| 4 | 14604 | 2.7% |
| 5 | 11272 | 2.1% |
| 6 | 10294 | 1.9% |
| 7 | 9087 | 1.7% |
| 8 | 7969 | 1.5% |
| 9 | 6319 | 1.2% |
| Other values (1843) | 246043 |
| Value | Count | Frequency (%) |
| 0 | 122273 | |
| 1 | 68401 | |
| 2 | 30714 | 5.6% |
| 3 | 19613 | 3.6% |
| 4 | 14604 | 2.7% |
| 5 | 11272 | 2.1% |
| 6 | 10294 | 1.9% |
| 7 | 9087 | 1.7% |
| 8 | 7969 | 1.5% |
| 9 | 6319 | 1.2% |
| Value | Count | Frequency (%) |
| 2228 | 1 | |
| 2001 | 2 | |
| 1999 | 1 | |
| 1995 | 1 | |
| 1992 | 1 | |
| 1991 | 2 | |
| 1990 | 2 | |
| 1980 | 1 | |
| 1979 | 1 | |
| 1977 | 1 |
| Distinct | 326 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.2252204124 |
| Minimum | 0 |
|---|---|
| Maximum | 1456 |
| Zeros | 545580 |
| Zeros (%) | 99.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1456 |
| Range | 1456 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 10.1769148 |
|---|---|
| Coefficient of variation (CV) | 45.18646729 |
| Kurtosis | 5833.323547 |
| Mean | 0.2252204124 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 68.33411796 |
| Sum | 123103 |
| Variance | 103.5695948 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 545580 | |
| 1 | 95 | < 0.1% |
| 2 | 94 | < 0.1% |
| 4 | 78 | < 0.1% |
| 3 | 61 | < 0.1% |
| 5 | 18 | < 0.1% |
| 6 | 14 | < 0.1% |
| 13 | 12 | < 0.1% |
| 29 | 10 | < 0.1% |
| 10 | 9 | < 0.1% |
| Other values (316) | 618 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 545580 | |
| 1 | 95 | < 0.1% |
| 2 | 94 | < 0.1% |
| 3 | 61 | < 0.1% |
| 4 | 78 | < 0.1% |
| 5 | 18 | < 0.1% |
| 6 | 14 | < 0.1% |
| 7 | 5 | < 0.1% |
| 8 | 4 | < 0.1% |
| 9 | 8 | < 0.1% |
| Value | Count | Frequency (%) |
| 1456 | 1 | |
| 1369 | 1 | |
| 1361 | 1 | |
| 1148 | 1 | |
| 1036 | 1 | |
| 1011 | 1 | |
| 1006 | 1 | |
| 991 | 1 | |
| 984 | 1 | |
| 968 | 1 |
days_from_account_created_until_first_booking
Real number (ℝ)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 1968 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 116.2138627 |
| Minimum | -349 |
|---|---|
| Maximum | 2001 |
| Zeros | 122162 |
| Zeros (%) | 22.3% |
| Negative | 230 |
| Negative (%) | < 0.1% |
| Memory size | 4.2 MiB |
Quantile statistics
| Minimum | -349 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 6 |
| Q3 | 104 |
| 95-th percentile | 673 |
| Maximum | 2001 |
| Range | 2350 |
| Interquartile range (IQR) | 103 |
Descriptive statistics
| Standard deviation | 241.2466 |
|---|---|
| Coefficient of variation (CV) | 2.075884877 |
| Kurtosis | 9.708491478 |
| Mean | 116.2138627 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | 2.963440907 |
| Sum | 63521219 |
| Variance | 58199.92203 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 122162 | |
| 1 | 68396 | 12.5% |
| 2 | 30706 | 5.6% |
| 3 | 19600 | 3.6% |
| 4 | 14596 | 2.7% |
| 5 | 11278 | 2.1% |
| 6 | 10303 | 1.9% |
| 7 | 9088 | 1.7% |
| 8 | 7970 | 1.5% |
| 9 | 6321 | 1.2% |
| Other values (1958) | 246169 |
| Value | Count | Frequency (%) |
| -349 | 1 | |
| -347 | 1 | |
| -338 | 1 | |
| -308 | 1 | |
| -298 | 1 | |
| -295 | 1 | |
| -288 | 1 | |
| -273 | 1 | |
| -269 | 1 | |
| -261 | 1 |
| Value | Count | Frequency (%) |
| 2001 | 2 | |
| 1999 | 1 | |
| 1995 | 1 | |
| 1992 | 1 | |
| 1991 | 2 | |
| 1990 | 2 | |
| 1980 | 1 | |
| 1979 | 1 | |
| 1977 | 1 | |
| 1976 | 1 |
year_first_active
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2012.712358 |
| Minimum | 2009 |
|---|---|
| Maximum | 2014 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.2 MiB |
Quantile statistics
| Minimum | 2009 |
|---|---|
| 5-th percentile | 2011 |
| Q1 | 2012 |
| median | 2013 |
| Q3 | 2013 |
| 95-th percentile | 2014 |
| Maximum | 2014 |
| Range | 5 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.93452385 |
|---|---|
| Coefficient of variation (CV) | 0.0004643106832 |
| Kurtosis | -0.311298521 |
| Mean | 2012.712358 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | -0.3969496091 |
| Sum | 1100126435 |
| Variance | 0.8733348262 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2013 | 220917 | |
| 2012 | 155715 | |
| 2014 | 114921 | |
| 2011 | 48689 | 8.9% |
| 2010 | 6338 | 1.2% |
| 2009 | 9 | < 0.1% |
| Value | Count | Frequency (%) |
| 2009 | 9 | < 0.1% |
| 2010 | 6338 | 1.2% |
| 2011 | 48689 | 8.9% |
| 2012 | 155715 | |
| 2013 | 220917 | |
| 2014 | 114921 |
| Value | Count | Frequency (%) |
| 2014 | 114921 | |
| 2013 | 220917 | |
| 2012 | 155715 | |
| 2011 | 48689 | 8.9% |
| 2010 | 6338 | 1.2% |
| 2009 | 9 | < 0.1% |
month_first_active
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 12 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.845787237 |
| Minimum | 1 |
|---|---|
| Maximum | 12 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.2 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3 |
| median | 6 |
| Q3 | 8 |
| 95-th percentile | 11 |
| Maximum | 12 |
| Range | 11 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 3.073523256 |
|---|---|
| Coefficient of variation (CV) | 0.5257672118 |
| Kurtosis | -0.8691152425 |
| Mean | 5.845787237 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.2690725303 |
| Sum | 3195243 |
| Variance | 9.446545208 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5 | 73322 | |
| 6 | 72190 | |
| 4 | 60296 | |
| 3 | 51509 | |
| 2 | 44391 | |
| 8 | 43897 | |
| 1 | 42469 | |
| 9 | 40752 | |
| 7 | 33502 | |
| 11 | 32365 | |
| Other values (2) | 51896 |
| Value | Count | Frequency (%) |
| 1 | 42469 | |
| 2 | 44391 | |
| 3 | 51509 | |
| 4 | 60296 | |
| 5 | 73322 | |
| 6 | 72190 | |
| 7 | 33502 | |
| 8 | 43897 | |
| 9 | 40752 | |
| 10 | 31347 |
| Value | Count | Frequency (%) |
| 12 | 20549 | 3.8% |
| 11 | 32365 | |
| 10 | 31347 | |
| 9 | 40752 | |
| 8 | 43897 | |
| 7 | 33502 | |
| 6 | 72190 | |
| 5 | 73322 | |
| 4 | 60296 | |
| 3 | 51509 |
day_first_active
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 31 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15.53396977 |
| Minimum | 1 |
|---|---|
| Maximum | 31 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.2 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 8 |
| median | 16 |
| Q3 | 23 |
| 95-th percentile | 29 |
| Maximum | 31 |
| Range | 30 |
| Interquartile range (IQR) | 15 |
Descriptive statistics
| Standard deviation | 8.483375634 |
|---|---|
| Coefficient of variation (CV) | 0.5461176867 |
| Kurtosis | -1.180670619 |
| Mean | 15.53396977 |
| Median Absolute Deviation (MAD) | 7 |
| Skewness | -0.008603738253 |
| Sum | 8490697 |
| Variance | 71.96766214 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 24 | 19908 | 3.6% |
| 22 | 19863 | 3.6% |
| 23 | 19801 | 3.6% |
| 3 | 19710 | 3.6% |
| 16 | 19576 | 3.6% |
| 13 | 19111 | 3.5% |
| 15 | 19109 | 3.5% |
| 21 | 18991 | 3.5% |
| 25 | 18955 | 3.5% |
| 9 | 18934 | 3.5% |
| Other values (21) | 352631 |
| Value | Count | Frequency (%) |
| 1 | 13943 | |
| 2 | 17015 | |
| 3 | 19710 | |
| 4 | 18199 | |
| 5 | 18502 | |
| 6 | 18108 | |
| 7 | 17957 | |
| 8 | 17629 | |
| 9 | 18934 | |
| 10 | 18575 |
| Value | Count | Frequency (%) |
| 31 | 3149 | 0.6% |
| 30 | 11892 | |
| 29 | 15459 | |
| 28 | 17790 | |
| 27 | 18683 | |
| 26 | 18004 | |
| 25 | 18955 | |
| 24 | 19908 | |
| 23 | 19801 | |
| 22 | 19863 |
day_of_week_first_active
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.463664655 |
| Minimum | 0 |
|---|---|
| Maximum | 6 |
| Zeros | 88730 |
| Zeros (%) | 16.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 2 |
| Q3 | 4 |
| 95-th percentile | 5 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 1.763879644 |
|---|---|
| Coefficient of variation (CV) | 0.7159576856 |
| Kurtosis | -0.9596877006 |
| Mean | 2.463664655 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.2637619426 |
| Sum | 1346612 |
| Variance | 3.1112714 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2 | 102872 | |
| 1 | 100314 | |
| 3 | 90857 | |
| 0 | 88730 | |
| 4 | 77668 | |
| 5 | 59577 | |
| 6 | 26571 | 4.9% |
| Value | Count | Frequency (%) |
| 0 | 88730 | |
| 1 | 100314 | |
| 2 | 102872 | |
| 3 | 90857 | |
| 4 | 77668 | |
| 5 | 59577 | |
| 6 | 26571 | 4.9% |
| Value | Count | Frequency (%) |
| 6 | 26571 | 4.9% |
| 5 | 59577 | |
| 4 | 77668 | |
| 3 | 90857 | |
| 2 | 102872 | |
| 1 | 100314 | |
| 0 | 88730 |
week_of_year_first_active
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 53 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 24.07136258 |
| Minimum | 1 |
|---|---|
| Maximum | 53 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.2 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 14 |
| median | 23 |
| Q3 | 34 |
| 95-th percentile | 48 |
| Maximum | 53 |
| Range | 52 |
| Interquartile range (IQR) | 20 |
Descriptive statistics
| Standard deviation | 13.34587645 |
|---|---|
| Coefficient of variation (CV) | 0.5544296217 |
| Kurtosis | -0.8740536789 |
| Mean | 24.07136258 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | 0.2717954675 |
| Sum | 13157142 |
| Variance | 178.1124182 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 23 | 18255 | 3.3% |
| 19 | 17720 | 3.2% |
| 26 | 17653 | 3.2% |
| 21 | 17003 | 3.1% |
| 25 | 16966 | 3.1% |
| 24 | 16352 | 3.0% |
| 20 | 16064 | 2.9% |
| 18 | 15936 | 2.9% |
| 22 | 15825 | 2.9% |
| 17 | 14771 | 2.7% |
| Other values (43) | 380044 |
| Value | Count | Frequency (%) |
| 1 | 6036 | |
| 2 | 6636 | |
| 3 | 10094 | |
| 4 | 9796 | |
| 5 | 9321 | |
| 6 | 11131 | |
| 7 | 11416 | |
| 8 | 11607 | |
| 9 | 11654 | |
| 10 | 11560 |
| Value | Count | Frequency (%) |
| 53 | 2 | < 0.1% |
| 52 | 3683 | |
| 51 | 5224 | |
| 50 | 6410 | |
| 49 | 7148 | |
| 48 | 6337 | |
| 47 | 7444 | |
| 46 | 8153 | |
| 45 | 7938 | |
| 44 | 6734 |
year_first_booking
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2013.022134 |
| Minimum | 2010 |
|---|---|
| Maximum | 2015 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.2 MiB |
Quantile statistics
| Minimum | 2010 |
|---|---|
| 5-th percentile | 2011 |
| Q1 | 2012 |
| median | 2013 |
| Q3 | 2014 |
| 95-th percentile | 2015 |
| Maximum | 2015 |
| Range | 5 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.115754825 |
|---|---|
| Coefficient of variation (CV) | 0.0005542685331 |
| Kurtosis | -0.3775269155 |
| Mean | 2013.022134 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | -0.03286890093 |
| Sum | 1100295755 |
| Variance | 1.24490883 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2013 | 199469 | |
| 2012 | 130447 | |
| 2014 | 114063 | |
| 2015 | 59714 | 10.9% |
| 2011 | 37742 | 6.9% |
| 2010 | 5154 | 0.9% |
| Value | Count | Frequency (%) |
| 2010 | 5154 | 0.9% |
| 2011 | 37742 | 6.9% |
| 2012 | 130447 | |
| 2013 | 199469 | |
| 2014 | 114063 | |
| 2015 | 59714 | 10.9% |
| Value | Count | Frequency (%) |
| 2015 | 59714 | 10.9% |
| 2014 | 114063 | |
| 2013 | 199469 | |
| 2012 | 130447 | |
| 2011 | 37742 | 6.9% |
| 2010 | 5154 | 0.9% |
month_first_booking
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 12 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.935291416 |
| Minimum | 1 |
|---|---|
| Maximum | 12 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.2 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 4 |
| median | 6 |
| Q3 | 8 |
| 95-th percentile | 11 |
| Maximum | 12 |
| Range | 11 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 2.799557088 |
|---|---|
| Coefficient of variation (CV) | 0.4716798034 |
| Kurtosis | -0.5787099636 |
| Mean | 5.935291416 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.2083893141 |
| Sum | 3244165 |
| Variance | 7.837519891 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 6 | 122766 | |
| 5 | 66253 | |
| 4 | 50446 | |
| 3 | 44863 | 8.2% |
| 8 | 43064 | 7.9% |
| 7 | 40826 | 7.5% |
| 2 | 38710 | 7.1% |
| 9 | 37789 | 6.9% |
| 1 | 31360 | 5.7% |
| 10 | 29336 | 5.4% |
| Other values (2) | 41176 | 7.5% |
| Value | Count | Frequency (%) |
| 1 | 31360 | 5.7% |
| 2 | 38710 | 7.1% |
| 3 | 44863 | 8.2% |
| 4 | 50446 | |
| 5 | 66253 | |
| 6 | 122766 | |
| 7 | 40826 | 7.5% |
| 8 | 43064 | 7.9% |
| 9 | 37789 | 6.9% |
| 10 | 29336 | 5.4% |
| Value | Count | Frequency (%) |
| 12 | 14460 | 2.6% |
| 11 | 26716 | 4.9% |
| 10 | 29336 | 5.4% |
| 9 | 37789 | 6.9% |
| 8 | 43064 | 7.9% |
| 7 | 40826 | 7.5% |
| 6 | 122766 | |
| 5 | 66253 | |
| 4 | 50446 | |
| 3 | 44863 | 8.2% |
| Distinct | 31 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 16.58152469 |
| Minimum | 1 |
|---|---|
| Maximum | 31 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.2 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 9 |
| median | 17 |
| Q3 | 25 |
| 95-th percentile | 29 |
| Maximum | 31 |
| Range | 30 |
| Interquartile range (IQR) | 16 |
Descriptive statistics
| Standard deviation | 8.958689144 |
|---|---|
| Coefficient of variation (CV) | 0.5402813861 |
| Kurtosis | -1.256949852 |
| Mean | 16.58152469 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | -0.08979162464 |
| Sum | 9063279 |
| Variance | 80.25811117 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 29 | 67119 | 12.3% |
| 16 | 18084 | 3.3% |
| 5 | 18056 | 3.3% |
| 15 | 18024 | 3.3% |
| 17 | 17670 | 3.2% |
| 23 | 17623 | 3.2% |
| 25 | 17590 | 3.2% |
| 13 | 17406 | 3.2% |
| 3 | 17321 | 3.2% |
| 24 | 17269 | 3.2% |
| Other values (21) | 320427 |
| Value | Count | Frequency (%) |
| 1 | 14121 | |
| 2 | 15778 | |
| 3 | 17321 | |
| 4 | 17184 | |
| 5 | 18056 | |
| 6 | 16372 | |
| 7 | 15881 | |
| 8 | 16127 | |
| 9 | 17022 | |
| 10 | 16791 |
| Value | Count | Frequency (%) |
| 31 | 2491 | 0.5% |
| 30 | 8298 | 1.5% |
| 29 | 67119 | |
| 28 | 13906 | 2.5% |
| 27 | 14872 | 2.7% |
| 26 | 15895 | 2.9% |
| 25 | 17590 | 3.2% |
| 24 | 17269 | 3.2% |
| 23 | 17623 | 3.2% |
| 22 | 17233 | 3.2% |
| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.219698896 |
| Minimum | 0 |
|---|---|
| Maximum | 6 |
| Zeros | 124318 |
| Zeros (%) | 22.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 2 |
| Q3 | 4 |
| 95-th percentile | 5 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 1.767131882 |
|---|---|
| Coefficient of variation (CV) | 0.7961133309 |
| Kurtosis | -0.954287603 |
| Mean | 2.219698896 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.3454552419 |
| Sum | 1213263 |
| Variance | 3.122755088 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 124318 | |
| 2 | 97377 | |
| 1 | 93945 | |
| 3 | 88408 | |
| 4 | 72152 | |
| 5 | 51602 | |
| 6 | 18787 | 3.4% |
| Value | Count | Frequency (%) |
| 0 | 124318 | |
| 1 | 93945 | |
| 2 | 97377 | |
| 3 | 88408 | |
| 4 | 72152 | |
| 5 | 51602 | |
| 6 | 18787 | 3.4% |
| Value | Count | Frequency (%) |
| 6 | 18787 | 3.4% |
| 5 | 51602 | |
| 4 | 72152 | |
| 3 | 88408 | |
| 2 | 97377 | |
| 1 | 93945 | |
| 0 | 124318 |
week_of_year_first_booking
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 52 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 24.69882672 |
| Minimum | 1 |
|---|---|
| Maximum | 52 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.2 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 5 |
| Q1 | 16 |
| median | 25 |
| Q3 | 33 |
| 95-th percentile | 47 |
| Maximum | 52 |
| Range | 51 |
| Interquartile range (IQR) | 17 |
Descriptive statistics
| Standard deviation | 12.21603757 |
|---|---|
| Coefficient of variation (CV) | 0.4945999137 |
| Kurtosis | -0.6195009967 |
| Mean | 24.69882672 |
| Median Absolute Deviation (MAD) | 9 |
| Skewness | 0.1553782912 |
| Sum | 13500107 |
| Variance | 149.2315738 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 27 | 66303 | 12.1% |
| 24 | 17041 | 3.1% |
| 23 | 16357 | 3.0% |
| 21 | 15943 | 2.9% |
| 25 | 15611 | 2.9% |
| 26 | 15402 | 2.8% |
| 19 | 14974 | 2.7% |
| 20 | 14915 | 2.7% |
| 18 | 13839 | 2.5% |
| 22 | 13794 | 2.5% |
| Other values (42) | 342410 |
| Value | Count | Frequency (%) |
| 1 | 4267 | |
| 2 | 4982 | |
| 3 | 7836 | |
| 4 | 7929 | |
| 5 | 7042 | |
| 6 | 8820 | |
| 7 | 9669 | |
| 8 | 10171 | |
| 9 | 10373 | |
| 10 | 10173 |
| Value | Count | Frequency (%) |
| 52 | 2421 | 0.4% |
| 51 | 3809 | |
| 50 | 4866 | |
| 49 | 5606 | |
| 48 | 5291 | |
| 47 | 6047 | |
| 46 | 6404 | |
| 45 | 6877 | |
| 44 | 5620 | |
| 43 | 5899 |
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.2 MiB |
| 2013 | |
|---|---|
| 2012 | |
| 2014 | |
| 2011 | |
| 2010 | 6303 |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 4 |
| Min length | 4 |
Characters and Unicode
| Total characters | 2186356 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2011 |
|---|---|
| 2nd row | 2010 |
| 3rd row | 2011 |
| 4th row | 2010 |
| 5th row | 2010 |
Common Values
| Value | Count | Frequency (%) |
| 2013 | 220969 | |
| 2012 | 155725 | |
| 2014 | 114960 | |
| 2011 | 48632 | 8.9% |
| 2010 | 6303 | 1.2% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 2013 | 220969 | |
| 2012 | 155725 | |
| 2014 | 114960 | |
| 2011 | 48632 | 8.9% |
| 2010 | 6303 | 1.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 702314 | |
| 1 | 595221 | |
| 0 | 552892 | |
| 3 | 220969 | 10.1% |
| 4 | 114960 | 5.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2186356 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 702314 | |
| 1 | 595221 | |
| 0 | 552892 | |
| 3 | 220969 | 10.1% |
| 4 | 114960 | 5.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 2186356 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 2 | 702314 | |
| 1 | 595221 | |
| 0 | 552892 | |
| 3 | 220969 | 10.1% |
| 4 | 114960 | 5.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2186356 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 2 | 702314 | |
| 1 | 595221 | |
| 0 | 552892 | |
| 3 | 220969 | 10.1% |
| 4 | 114960 | 5.3% |
month_account_created
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 12 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.846992896 |
| Minimum | 1 |
|---|---|
| Maximum | 12 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.2 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3 |
| median | 6 |
| Q3 | 8 |
| 95-th percentile | 11 |
| Maximum | 12 |
| Range | 11 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 3.074223631 |
|---|---|
| Coefficient of variation (CV) | 0.5257785815 |
| Kurtosis | -0.8702109257 |
| Mean | 5.846992896 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.2683999495 |
| Sum | 3195902 |
| Variance | 9.450850933 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5 | 73316 | |
| 6 | 72140 | |
| 4 | 60235 | |
| 3 | 51488 | |
| 2 | 44380 | |
| 8 | 43898 | |
| 1 | 42488 | |
| 9 | 40746 | |
| 7 | 33520 | |
| 11 | 32404 | |
| Other values (2) | 51974 |
| Value | Count | Frequency (%) |
| 1 | 42488 | |
| 2 | 44380 | |
| 3 | 51488 | |
| 4 | 60235 | |
| 5 | 73316 | |
| 6 | 72140 | |
| 7 | 33520 | |
| 8 | 43898 | |
| 9 | 40746 | |
| 10 | 31420 |
| Value | Count | Frequency (%) |
| 12 | 20554 | 3.8% |
| 11 | 32404 | |
| 10 | 31420 | |
| 9 | 40746 | |
| 8 | 43898 | |
| 7 | 33520 | |
| 6 | 72140 | |
| 5 | 73316 | |
| 4 | 60235 | |
| 3 | 51488 |
day_account_created
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 31 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15.53595297 |
| Minimum | 1 |
|---|---|
| Maximum | 31 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.2 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 8 |
| median | 16 |
| Q3 | 23 |
| 95-th percentile | 29 |
| Maximum | 31 |
| Range | 30 |
| Interquartile range (IQR) | 15 |
Descriptive statistics
| Standard deviation | 8.484583055 |
|---|---|
| Coefficient of variation (CV) | 0.5461256911 |
| Kurtosis | -1.181142689 |
| Mean | 15.53595297 |
| Median Absolute Deviation (MAD) | 7 |
| Skewness | -0.009014229623 |
| Sum | 8491781 |
| Variance | 71.98814961 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 24 | 19936 | 3.6% |
| 22 | 19880 | 3.6% |
| 23 | 19783 | 3.6% |
| 3 | 19712 | 3.6% |
| 16 | 19602 | 3.6% |
| 15 | 19106 | 3.5% |
| 13 | 19096 | 3.5% |
| 21 | 18981 | 3.5% |
| 25 | 18964 | 3.5% |
| 9 | 18944 | 3.5% |
| Other values (21) | 352585 |
| Value | Count | Frequency (%) |
| 1 | 13947 | |
| 2 | 17018 | |
| 3 | 19712 | |
| 4 | 18204 | |
| 5 | 18497 | |
| 6 | 18107 | |
| 7 | 17958 | |
| 8 | 17613 | |
| 9 | 18944 | |
| 10 | 18593 |
| Value | Count | Frequency (%) |
| 31 | 3148 | 0.6% |
| 30 | 11883 | |
| 29 | 15456 | |
| 28 | 17840 | |
| 27 | 18697 | |
| 26 | 18019 | |
| 25 | 18964 | |
| 24 | 19936 | |
| 23 | 19783 | |
| 22 | 19880 |
day_of_week_account_created
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.46403056 |
| Minimum | 0 |
|---|---|
| Maximum | 6 |
| Zeros | 88683 |
| Zeros (%) | 16.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 2 |
| Q3 | 4 |
| 95-th percentile | 5 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 1.764129836 |
|---|---|
| Coefficient of variation (CV) | 0.7159529042 |
| Kurtosis | -0.9603168888 |
| Mean | 2.46403056 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.2638651793 |
| Sum | 1346812 |
| Variance | 3.112154077 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2 | 102937 | |
| 1 | 100355 | |
| 3 | 90710 | |
| 0 | 88683 | |
| 4 | 77648 | |
| 5 | 59675 | |
| 6 | 26581 | 4.9% |
| Value | Count | Frequency (%) |
| 0 | 88683 | |
| 1 | 100355 | |
| 2 | 102937 | |
| 3 | 90710 | |
| 4 | 77648 | |
| 5 | 59675 | |
| 6 | 26581 | 4.9% |
| Value | Count | Frequency (%) |
| 6 | 26581 | 4.9% |
| 5 | 59675 | |
| 4 | 77648 | |
| 3 | 90710 | |
| 2 | 102937 | |
| 1 | 100355 | |
| 0 | 88683 |
week_of_year_account_created
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 53 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 24.07720426 |
| Minimum | 1 |
|---|---|
| Maximum | 53 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.2 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 14 |
| median | 23 |
| Q3 | 34 |
| 95-th percentile | 48 |
| Maximum | 53 |
| Range | 52 |
| Interquartile range (IQR) | 20 |
Descriptive statistics
| Standard deviation | 13.34976108 |
|---|---|
| Coefficient of variation (CV) | 0.5544564449 |
| Kurtosis | -0.8753488904 |
| Mean | 24.07720426 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | 0.2711956554 |
| Sum | 13160335 |
| Variance | 178.2161208 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 23 | 18252 | 3.3% |
| 19 | 17704 | 3.2% |
| 26 | 17641 | 3.2% |
| 21 | 17006 | 3.1% |
| 25 | 16963 | 3.1% |
| 24 | 16349 | 3.0% |
| 20 | 16054 | 2.9% |
| 18 | 15934 | 2.9% |
| 22 | 15830 | 2.9% |
| 17 | 14764 | 2.7% |
| Other values (43) | 380092 |
| Value | Count | Frequency (%) |
| 1 | 6038 | |
| 2 | 6636 | |
| 3 | 10095 | |
| 4 | 9794 | |
| 5 | 9330 | |
| 6 | 11135 | |
| 7 | 11419 | |
| 8 | 11602 | |
| 9 | 11652 | |
| 10 | 11557 |
| Value | Count | Frequency (%) |
| 53 | 2 | < 0.1% |
| 52 | 3684 | |
| 51 | 5225 | |
| 50 | 6411 | |
| 49 | 7150 | |
| 48 | 6339 | |
| 47 | 7484 | |
| 46 | 8172 | |
| 45 | 7947 | |
| 44 | 6755 |
gender
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.2 MiB |
| FEMALE | |
|---|---|
| MALE | |
| -unknown- | |
| OTHER | 1628 |
Length
| Max length | 9 |
|---|---|
| Median length | 6 |
| Mean length | 5.675562443 |
| Min length | 4 |
Characters and Unicode
| Total characters | 3102200 |
|---|---|
| Distinct characters | 15 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | MALE |
|---|---|
| 2nd row | FEMALE |
| 3rd row | FEMALE |
| 4th row | -unknown- |
| 5th row | FEMALE |
Common Values
| Value | Count | Frequency (%) |
| FEMALE | 243928 | |
| MALE | 215761 | |
| -unknown- | 85272 | 15.6% |
| OTHER | 1628 | 0.3% |
Length
Pie chart
| Value | Count | Frequency (%) |
| female | 243928 | |
| male | 215761 | |
| unknown | 85272 | 15.6% |
| other | 1628 | 0.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| E | 705245 | |
| M | 459689 | |
| A | 459689 | |
| L | 459689 | |
| n | 255816 | 8.2% |
| F | 243928 | 7.9% |
| - | 170544 | 5.5% |
| u | 85272 | 2.7% |
| k | 85272 | 2.7% |
| o | 85272 | 2.7% |
| Other values (5) | 91784 | 3.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 2334752 | |
| Lowercase Letter | 596904 | 19.2% |
| Dash Punctuation | 170544 | 5.5% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| E | 705245 | |
| M | 459689 | |
| A | 459689 | |
| L | 459689 | |
| F | 243928 | 10.4% |
| O | 1628 | 0.1% |
| T | 1628 | 0.1% |
| H | 1628 | 0.1% |
| R | 1628 | 0.1% |
Lowercase Letter
| Value | Count | Frequency (%) |
| n | 255816 | |
| u | 85272 | 14.3% |
| k | 85272 | 14.3% |
| o | 85272 | 14.3% |
| w | 85272 | 14.3% |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 170544 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 2931656 | |
| Common | 170544 | 5.5% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| E | 705245 | |
| M | 459689 | |
| A | 459689 | |
| L | 459689 | |
| n | 255816 | 8.7% |
| F | 243928 | 8.3% |
| u | 85272 | 2.9% |
| k | 85272 | 2.9% |
| o | 85272 | 2.9% |
| w | 85272 | 2.9% |
| Other values (4) | 6512 | 0.2% |
Common
| Value | Count | Frequency (%) |
| - | 170544 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3102200 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| E | 705245 | |
| M | 459689 | |
| A | 459689 | |
| L | 459689 | |
| n | 255816 | 8.2% |
| F | 243928 | 7.9% |
| - | 170544 | 5.5% |
| u | 85272 | 2.7% |
| k | 85272 | 2.7% |
| o | 85272 | 2.7% |
| Other values (5) | 91784 | 3.0% |
age
Real number (ℝ≥0)
| Distinct | 99 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 37.41448694 |
| Minimum | 16 |
|---|---|
| Maximum | 115 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.2 MiB |
Quantile statistics
| Minimum | 16 |
|---|---|
| 5-th percentile | 23 |
| Q1 | 28 |
| median | 34 |
| Q3 | 43 |
| 95-th percentile | 63 |
| Maximum | 115 |
| Range | 99 |
| Interquartile range (IQR) | 15 |
Descriptive statistics
| Standard deviation | 14.0232941 |
|---|---|
| Coefficient of variation (CV) | 0.3748092049 |
| Kurtosis | 5.967223222 |
| Mean | 37.41448694 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | 2.001328988 |
| Sum | 20450347 |
| Variance | 196.6527775 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 30 | 27920 | 5.1% |
| 32 | 27119 | 5.0% |
| 31 | 27036 | 4.9% |
| 29 | 26706 | 4.9% |
| 28 | 23883 | 4.4% |
| 34 | 23132 | 4.2% |
| 33 | 22934 | 4.2% |
| 27 | 22132 | 4.0% |
| 35 | 20305 | 3.7% |
| 26 | 19312 | 3.5% |
| Other values (89) | 306110 |
| Value | Count | Frequency (%) |
| 16 | 26 | < 0.1% |
| 17 | 83 | < 0.1% |
| 18 | 3425 | 0.6% |
| 19 | 6528 | 1.2% |
| 20 | 1562 | 0.3% |
| 21 | 5641 | 1.0% |
| 22 | 9680 | |
| 23 | 11995 | |
| 24 | 14847 | |
| 25 | 19236 |
| Value | Count | Frequency (%) |
| 115 | 12 | < 0.1% |
| 113 | 4 | < 0.1% |
| 112 | 1 | < 0.1% |
| 111 | 2 | < 0.1% |
| 110 | 391 | 0.1% |
| 109 | 35 | < 0.1% |
| 108 | 15 | < 0.1% |
| 107 | 23 | < 0.1% |
| 106 | 25 | < 0.1% |
| 105 | 6038 |
signup_method
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.2 MiB |
| basic | |
|---|---|
| 512 |
Length
| Max length | 8 |
|---|---|
| Median length | 5 |
| Mean length | 6.110640719 |
| Min length | 5 |
Characters and Unicode
| Total characters | 3340009 |
|---|---|
| Distinct characters | 11 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | |
|---|---|
| 2nd row | basic |
| 3rd row | |
| 4th row | basic |
| 5th row | basic |
Common Values
| Value | Count | Frequency (%) |
| basic | 343893 | |
| 202184 | ||
| 512 | 0.1% |
Length
Pie chart
| Value | Count | Frequency (%) |
| basic | 343893 | |
| 202184 | ||
| 512 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| b | 546077 | |
| a | 546077 | |
| c | 546077 | |
| o | 405392 | |
| s | 343893 | |
| i | 343893 | |
| e | 202696 | 6.1% |
| f | 202184 | 6.1% |
| k | 202184 | 6.1% |
| g | 1024 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 3340009 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| b | 546077 | |
| a | 546077 | |
| c | 546077 | |
| o | 405392 | |
| s | 343893 | |
| i | 343893 | |
| e | 202696 | 6.1% |
| f | 202184 | 6.1% |
| k | 202184 | 6.1% |
| g | 1024 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 3340009 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| b | 546077 | |
| a | 546077 | |
| c | 546077 | |
| o | 405392 | |
| s | 343893 | |
| i | 343893 | |
| e | 202696 | 6.1% |
| f | 202184 | 6.1% |
| k | 202184 | 6.1% |
| g | 1024 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3340009 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| b | 546077 | |
| a | 546077 | |
| c | 546077 | |
| o | 405392 | |
| s | 343893 | |
| i | 343893 | |
| e | 202696 | 6.1% |
| f | 202184 | 6.1% |
| k | 202184 | 6.1% |
| g | 1024 | < 0.1% |
language
Categorical
| Distinct | 25 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.2 MiB |
| en | |
|---|---|
| fr | 3522 |
| es | 2482 |
| de | 2267 |
| zh | 1742 |
| Other values (20) | 4729 |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Characters and Unicode
| Total characters | 1093178 |
|---|---|
| Distinct characters | 19 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | en |
|---|---|
| 2nd row | en |
| 3rd row | en |
| 4th row | en |
| 5th row | en |
Common Values
| Value | Count | Frequency (%) |
| en | 531847 | |
| fr | 3522 | 0.6% |
| es | 2482 | 0.5% |
| de | 2267 | 0.4% |
| zh | 1742 | 0.3% |
| it | 1044 | 0.2% |
| ko | 903 | 0.2% |
| ru | 716 | 0.1% |
| nl | 388 | 0.1% |
| pt | 358 | 0.1% |
| Other values (15) | 1320 | 0.2% |
Length
| Value | Count | Frequency (%) |
| en | 531847 | |
| fr | 3522 | 0.6% |
| es | 2482 | 0.5% |
| de | 2267 | 0.4% |
| zh | 1742 | 0.3% |
| it | 1044 | 0.2% |
| ko | 903 | 0.2% |
| ru | 716 | 0.1% |
| nl | 388 | 0.1% |
| pt | 358 | 0.1% |
| Other values (15) | 1320 | 0.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 536692 | |
| n | 532324 | |
| r | 4346 | 0.4% |
| f | 3550 | 0.3% |
| s | 2848 | 0.3% |
| d | 2400 | 0.2% |
| h | 1778 | 0.2% |
| z | 1742 | 0.2% |
| t | 1525 | 0.1% |
| i | 1098 | 0.1% |
| Other values (9) | 4875 | 0.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 1093178 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 536692 | |
| n | 532324 | |
| r | 4346 | 0.4% |
| f | 3550 | 0.3% |
| s | 2848 | 0.3% |
| d | 2400 | 0.2% |
| h | 1778 | 0.2% |
| z | 1742 | 0.2% |
| t | 1525 | 0.1% |
| i | 1098 | 0.1% |
| Other values (9) | 4875 | 0.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1093178 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 536692 | |
| n | 532324 | |
| r | 4346 | 0.4% |
| f | 3550 | 0.3% |
| s | 2848 | 0.3% |
| d | 2400 | 0.2% |
| h | 1778 | 0.2% |
| z | 1742 | 0.2% |
| t | 1525 | 0.1% |
| i | 1098 | 0.1% |
| Other values (9) | 4875 | 0.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1093178 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 536692 | |
| n | 532324 | |
| r | 4346 | 0.4% |
| f | 3550 | 0.3% |
| s | 2848 | 0.3% |
| d | 2400 | 0.2% |
| h | 1778 | 0.2% |
| z | 1742 | 0.2% |
| t | 1525 | 0.1% |
| i | 1098 | 0.1% |
| Other values (9) | 4875 | 0.4% |
| Distinct | 8 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.2 MiB |
| direct | |
|---|---|
| sem-brand | |
| sem-non-brand | |
| seo | 23932 |
| other | 15603 |
| Other values (3) | 22299 |
Length
| Max length | 13 |
|---|---|
| Median length | 6 |
| Mean length | 6.80928449 |
| Min length | 3 |
Characters and Unicode
| Total characters | 3721880 |
|---|---|
| Distinct characters | 17 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | seo |
|---|---|
| 2nd row | direct |
| 3rd row | direct |
| 4th row | direct |
| 5th row | other |
Common Values
| Value | Count | Frequency (%) |
| direct | 364733 | |
| sem-brand | 72210 | 13.2% |
| sem-non-brand | 47812 | 8.7% |
| seo | 23932 | 4.4% |
| other | 15603 | 2.9% |
| api | 13812 | 2.5% |
| content | 5642 | 1.0% |
| remarketing | 2845 | 0.5% |
Length
Pie chart
| Value | Count | Frequency (%) |
| direct | 364733 | |
| sem-brand | 72210 | 13.2% |
| sem-non-brand | 47812 | 8.7% |
| seo | 23932 | 4.4% |
| other | 15603 | 2.9% |
| api | 13812 | 2.5% |
| content | 5642 | 1.0% |
| remarketing | 2845 | 0.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 535622 | |
| r | 506048 | |
| d | 484755 | |
| t | 394465 | |
| i | 381390 | |
| c | 370375 | |
| n | 229775 | |
| - | 167834 | 4.5% |
| s | 143954 | 3.9% |
| a | 136679 | 3.7% |
| Other values (7) | 370983 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 3554046 | |
| Dash Punctuation | 167834 | 4.5% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 535622 | |
| r | 506048 | |
| d | 484755 | |
| t | 394465 | |
| i | 381390 | |
| c | 370375 | |
| n | 229775 | |
| s | 143954 | 4.1% |
| a | 136679 | 3.8% |
| m | 122867 | 3.5% |
| Other values (6) | 248116 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 167834 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 3554046 | |
| Common | 167834 | 4.5% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 535622 | |
| r | 506048 | |
| d | 484755 | |
| t | 394465 | |
| i | 381390 | |
| c | 370375 | |
| n | 229775 | |
| s | 143954 | 4.1% |
| a | 136679 | 3.8% |
| m | 122867 | 3.5% |
| Other values (6) | 248116 |
Common
| Value | Count | Frequency (%) |
| - | 167834 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3721880 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 535622 | |
| r | 506048 | |
| d | 484755 | |
| t | 394465 | |
| i | 381390 | |
| c | 370375 | |
| n | 229775 | |
| - | 167834 | 4.5% |
| s | 143954 | 3.9% |
| a | 136679 | 3.7% |
| Other values (7) | 370983 |
| Distinct | 17 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.2 MiB |
| direct | |
|---|---|
| other | 22081 |
| 7048 | |
| craigslist | 6073 |
| Other values (12) | 11170 |
Length
| Max length | 19 |
|---|---|
| Median length | 6 |
| Mean length | 6.050099801 |
| Min length | 3 |
Characters and Unicode
| Total characters | 3306918 |
|---|---|
| Distinct characters | 24 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | |
|---|---|
| 2nd row | direct |
| 3rd row | direct |
| 4th row | direct |
| 5th row | craigslist |
Common Values
| Value | Count | Frequency (%) |
| direct | 363730 | |
| 136487 | 25.0% | |
| other | 22081 | 4.0% |
| 7048 | 1.3% | |
| craigslist | 6073 | 1.1% |
| bing | 5488 | 1.0% |
| facebook-open-graph | 1616 | 0.3% |
| vast | 1237 | 0.2% |
| padmapper | 968 | 0.2% |
| yahoo | 766 | 0.1% |
| Other values (7) | 1095 | 0.2% |
Length
| Value | Count | Frequency (%) |
| direct | 363730 | |
| 136487 | 25.0% | |
| other | 22081 | 4.0% |
| 7048 | 1.3% | |
| craigslist | 6073 | 1.1% |
| bing | 5488 | 1.0% |
| facebook-open-graph | 1616 | 0.3% |
| vast | 1237 | 0.2% |
| padmapper | 968 | 0.2% |
| yahoo | 766 | 0.1% |
| Other values (7) | 1095 | 0.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 534880 | |
| r | 394811 | |
| t | 393751 | |
| i | 381962 | |
| c | 378467 | |
| d | 364744 | |
| o | 315531 | |
| g | 286790 | |
| l | 142843 | 4.3% |
| h | 24463 | 0.7% |
| Other values (14) | 88676 | 2.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 3303403 | |
| Dash Punctuation | 3515 | 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 534880 | |
| r | 394811 | |
| t | 393751 | |
| i | 381962 | |
| c | 378467 | |
| d | 364744 | |
| o | 315531 | |
| g | 286790 | |
| l | 142843 | 4.3% |
| h | 24463 | 0.7% |
| Other values (13) | 85161 | 2.6% |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 3515 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 3303403 | |
| Common | 3515 | 0.1% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 534880 | |
| r | 394811 | |
| t | 393751 | |
| i | 381962 | |
| c | 378467 | |
| d | 364744 | |
| o | 315531 | |
| g | 286790 | |
| l | 142843 | 4.3% |
| h | 24463 | 0.7% |
| Other values (13) | 85161 | 2.6% |
Common
| Value | Count | Frequency (%) |
| - | 3515 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3306918 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 534880 | |
| r | 394811 | |
| t | 393751 | |
| i | 381962 | |
| c | 378467 | |
| d | 364744 | |
| o | 315531 | |
| g | 286790 | |
| l | 142843 | 4.3% |
| h | 24463 | 0.7% |
| Other values (14) | 88676 | 2.7% |
| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.2 MiB |
| untracked | |
|---|---|
| linked | |
| omg | |
| tracked-other | 12264 |
| product | 3839 |
| Other values (2) | 361 |
Length
| Max length | 13 |
|---|---|
| Median length | 9 |
| Mean length | 7.20114748 |
| Min length | 3 |
Characters and Unicode
| Total characters | 3936068 |
|---|---|
| Distinct characters | 19 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | untracked |
|---|---|
| 2nd row | untracked |
| 3rd row | untracked |
| 4th row | untracked |
| 5th row | untracked |
Common Values
| Value | Count | Frequency (%) |
| untracked | 299592 | |
| linked | 119529 | 21.9% |
| omg | 111004 | 20.3% |
| tracked-other | 12264 | 2.2% |
| product | 3839 | 0.7% |
| marketing | 241 | < 0.1% |
| local ops | 120 | < 0.1% |
Length
Pie chart
| Value | Count | Frequency (%) |
| untracked | 299592 | |
| linked | 119529 | 21.9% |
| omg | 111004 | 20.3% |
| tracked-other | 12264 | 2.2% |
| product | 3839 | 0.7% |
| marketing | 241 | < 0.1% |
| local | 120 | < 0.1% |
| ops | 120 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 443890 | |
| d | 435224 | |
| k | 431626 | |
| n | 419362 | |
| t | 328200 | |
| r | 328200 | |
| c | 315815 | |
| a | 312217 | |
| u | 303431 | |
| o | 127347 | 3.2% |
| Other values (9) | 490756 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 3923684 | |
| Dash Punctuation | 12264 | 0.3% |
| Space Separator | 120 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 443890 | |
| d | 435224 | |
| k | 431626 | |
| n | 419362 | |
| t | 328200 | |
| r | 328200 | |
| c | 315815 | |
| a | 312217 | |
| u | 303431 | |
| o | 127347 | 3.2% |
| Other values (7) | 478372 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 12264 |
Space Separator
| Value | Count | Frequency (%) |
| 120 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 3923684 | |
| Common | 12384 | 0.3% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 443890 | |
| d | 435224 | |
| k | 431626 | |
| n | 419362 | |
| t | 328200 | |
| r | 328200 | |
| c | 315815 | |
| a | 312217 | |
| u | 303431 | |
| o | 127347 | 3.2% |
| Other values (7) | 478372 |
Common
| Value | Count | Frequency (%) |
| - | 12264 | |
| 120 | 1.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3936068 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 443890 | |
| d | 435224 | |
| k | 431626 | |
| n | 419362 | |
| t | 328200 | |
| r | 328200 | |
| c | 315815 | |
| a | 312217 | |
| u | 303431 | |
| o | 127347 | 3.2% |
| Other values (9) | 490756 |
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.2 MiB |
| Web | |
|---|---|
| iOS | 27965 |
| Moweb | 7774 |
| Android | 5786 |
Length
| Max length | 7 |
|---|---|
| Median length | 3 |
| Mean length | 3.070788106 |
| Min length | 3 |
Characters and Unicode
| Total characters | 1678459 |
|---|---|
| Distinct characters | 13 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Web |
|---|---|
| 2nd row | Web |
| 3rd row | Web |
| 4th row | Web |
| 5th row | Web |
Common Values
| Value | Count | Frequency (%) |
| Web | 505064 | |
| iOS | 27965 | 5.1% |
| Moweb | 7774 | 1.4% |
| Android | 5786 | 1.1% |
Length
Pie chart
| Value | Count | Frequency (%) |
| web | 505064 | |
| ios | 27965 | 5.1% |
| moweb | 7774 | 1.4% |
| android | 5786 | 1.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 512838 | |
| b | 512838 | |
| W | 505064 | |
| i | 33751 | 2.0% |
| O | 27965 | 1.7% |
| S | 27965 | 1.7% |
| o | 13560 | 0.8% |
| d | 11572 | 0.7% |
| M | 7774 | 0.5% |
| w | 7774 | 0.5% |
| Other values (3) | 17358 | 1.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 1103905 | |
| Uppercase Letter | 574554 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 512838 | |
| b | 512838 | |
| i | 33751 | 3.1% |
| o | 13560 | 1.2% |
| d | 11572 | 1.0% |
| w | 7774 | 0.7% |
| n | 5786 | 0.5% |
| r | 5786 | 0.5% |
Uppercase Letter
| Value | Count | Frequency (%) |
| W | 505064 | |
| O | 27965 | 4.9% |
| S | 27965 | 4.9% |
| M | 7774 | 1.4% |
| A | 5786 | 1.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1678459 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 512838 | |
| b | 512838 | |
| W | 505064 | |
| i | 33751 | 2.0% |
| O | 27965 | 1.7% |
| S | 27965 | 1.7% |
| o | 13560 | 0.8% |
| d | 11572 | 0.7% |
| M | 7774 | 0.5% |
| w | 7774 | 0.5% |
| Other values (3) | 17358 | 1.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1678459 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 512838 | |
| b | 512838 | |
| W | 505064 | |
| i | 33751 | 2.0% |
| O | 27965 | 1.7% |
| S | 27965 | 1.7% |
| o | 13560 | 0.8% |
| d | 11572 | 0.7% |
| M | 7774 | 0.5% |
| w | 7774 | 0.5% |
| Other values (3) | 17358 | 1.0% |
| Distinct | 9 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.2 MiB |
| Mac Desktop | |
|---|---|
| Windows Desktop | |
| iPad | |
| iPhone | |
| Other/Unknown | 5889 |
| Other values (4) | 9141 |
Length
| Max length | 18 |
|---|---|
| Median length | 11 |
| Mean length | 11.67294439 |
| Min length | 4 |
Characters and Unicode
| Total characters | 6380303 |
|---|---|
| Distinct characters | 30 |
| Distinct categories | 6 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Mac Desktop |
|---|---|
| 2nd row | Windows Desktop |
| 3rd row | Mac Desktop |
| 4th row | Mac Desktop |
| 5th row | Mac Desktop |
Common Values
| Value | Count | Frequency (%) |
| Mac Desktop | 283506 | |
| Windows Desktop | 181885 | |
| iPad | 34461 | 6.3% |
| iPhone | 31707 | 5.8% |
| Other/Unknown | 5889 | 1.1% |
| Desktop (Other) | 3489 | 0.6% |
| Android Phone | 2952 | 0.5% |
| Android Tablet | 2623 | 0.5% |
| SmartPhone (Other) | 77 | < 0.1% |
Length
Pie chart
| Value | Count | Frequency (%) |
| desktop | 468880 | |
| mac | 283506 | |
| windows | 181885 | 17.8% |
| ipad | 34461 | 3.4% |
| iphone | 31707 | 3.1% |
| other/unknown | 5889 | 0.6% |
| android | 5575 | 0.5% |
| other | 3566 | 0.3% |
| phone | 2952 | 0.3% |
| tablet | 2623 | 0.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 696965 | |
| s | 650765 | |
| e | 515694 | 8.1% |
| t | 481035 | 7.5% |
| k | 474769 | 7.4% |
| 474532 | 7.4% | |
| D | 468880 | 7.3% |
| p | 468880 | 7.3% |
| a | 320667 | 5.0% |
| M | 283506 | 4.4% |
| Other values (20) | 1544610 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 4865663 | |
| Uppercase Letter | 1027087 | 16.1% |
| Space Separator | 474532 | 7.4% |
| Other Punctuation | 5889 | 0.1% |
| Open Punctuation | 3566 | 0.1% |
| Close Punctuation | 3566 | 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| o | 696965 | |
| s | 650765 | |
| e | 515694 | |
| t | 481035 | |
| k | 474769 | |
| p | 468880 | |
| a | 320667 | |
| c | 283506 | |
| i | 253628 | 5.2% |
| n | 239863 | 4.9% |
| Other values (7) | 479891 |
Uppercase Letter
| Value | Count | Frequency (%) |
| D | 468880 | |
| M | 283506 | |
| W | 181885 | 17.7% |
| P | 69197 | 6.7% |
| O | 9455 | 0.9% |
| U | 5889 | 0.6% |
| A | 5575 | 0.5% |
| T | 2623 | 0.3% |
| S | 77 | < 0.1% |
Space Separator
| Value | Count | Frequency (%) |
| 474532 |
Other Punctuation
| Value | Count | Frequency (%) |
| / | 5889 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 3566 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 3566 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 5892750 | |
| Common | 487553 | 7.6% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| o | 696965 | |
| s | 650765 | |
| e | 515694 | |
| t | 481035 | 8.2% |
| k | 474769 | 8.1% |
| D | 468880 | 8.0% |
| p | 468880 | 8.0% |
| a | 320667 | 5.4% |
| M | 283506 | 4.8% |
| c | 283506 | 4.8% |
| Other values (16) | 1248083 |
Common
| Value | Count | Frequency (%) |
| 474532 | ||
| / | 5889 | 1.2% |
| ( | 3566 | 0.7% |
| ) | 3566 | 0.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 6380303 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| o | 696965 | |
| s | 650765 | |
| e | 515694 | 8.1% |
| t | 481035 | 7.5% |
| k | 474769 | 7.4% |
| 474532 | 7.4% | |
| D | 468880 | 7.3% |
| p | 468880 | 7.3% |
| a | 320667 | 5.0% |
| M | 283506 | 4.4% |
| Other values (20) | 1544610 |
| Distinct | 41 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.2 MiB |
| Chrome | |
|---|---|
| Safari | |
| Firefox | |
| IE | |
| Mobile Safari | |
| Other values (36) |
Length
| Max length | 18 |
|---|---|
| Median length | 6 |
| Mean length | 6.602147134 |
| Min length | 2 |
Characters and Unicode
| Total characters | 3608661 |
|---|---|
| Distinct characters | 46 |
| Distinct categories | 5 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 5 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | Chrome |
|---|---|
| 2nd row | IE |
| 3rd row | Firefox |
| 4th row | Chrome |
| 5th row | Safari |
Common Values
| Value | Count | Frequency (%) |
| Chrome | 191033 | |
| Safari | 134561 | |
| Firefox | 98407 | |
| IE | 45387 | 8.3% |
| Mobile Safari | 41623 | 7.6% |
| -unknown- | 30549 | 5.6% |
| Chrome Mobile | 2105 | 0.4% |
| Android Browser | 1126 | 0.2% |
| Opera | 402 | 0.1% |
| AOL Explorer | 294 | 0.1% |
| Other values (31) | 1102 | 0.2% |
Length
| Value | Count | Frequency (%) |
| chrome | 193138 | |
| safari | 176184 | |
| firefox | 98450 | |
| ie | 45400 | 7.7% |
| mobile | 43786 | 7.4% |
| unknown | 30549 | 5.2% |
| browser | 1229 | 0.2% |
| android | 1126 | 0.2% |
| opera | 406 | 0.1% |
| explorer | 314 | 0.1% |
| Other values (33) | 1452 | 0.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| r | 472896 | |
| o | 369409 | |
| a | 353145 | |
| e | 337923 | |
| i | 320119 | |
| f | 274634 | 7.6% |
| m | 193616 | 5.4% |
| h | 193441 | 5.4% |
| C | 193424 | 5.4% |
| S | 176438 | 4.9% |
| Other values (36) | 723616 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 2894250 | |
| Uppercase Letter | 607855 | 16.8% |
| Dash Punctuation | 61098 | 1.7% |
| Space Separator | 45445 | 1.3% |
| Other Punctuation | 13 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| r | 472896 | |
| o | 369409 | |
| a | 353145 | |
| e | 337923 | |
| i | 320119 | |
| f | 274634 | |
| m | 193616 | |
| h | 193441 | |
| x | 98844 | 3.4% |
| n | 93004 | 3.2% |
| Other values (14) | 187219 | 6.5% |
Uppercase Letter
| Value | Count | Frequency (%) |
| C | 193424 | |
| S | 176438 | |
| F | 98470 | |
| E | 45714 | 7.5% |
| I | 45516 | 7.5% |
| M | 44095 | 7.3% |
| A | 1537 | 0.3% |
| B | 1390 | 0.2% |
| O | 702 | 0.1% |
| L | 294 | < 0.1% |
| Other values (9) | 275 | < 0.1% |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 61098 |
Space Separator
| Value | Count | Frequency (%) |
| 45445 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 13 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 3502105 | |
| Common | 106556 | 3.0% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| r | 472896 | |
| o | 369409 | |
| a | 353145 | |
| e | 337923 | |
| i | 320119 | |
| f | 274634 | |
| m | 193616 | 5.5% |
| h | 193441 | 5.5% |
| C | 193424 | 5.5% |
| S | 176438 | 5.0% |
| Other values (33) | 617060 |
Common
| Value | Count | Frequency (%) |
| - | 61098 | |
| 45445 | ||
| . | 13 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3608661 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| r | 472896 | |
| o | 369409 | |
| a | 353145 | |
| e | 337923 | |
| i | 320119 | |
| f | 274634 | 7.6% |
| m | 193616 | 5.4% |
| h | 193441 | 5.4% |
| C | 193424 | 5.4% |
| S | 176438 | 4.9% |
| Other values (36) | 723616 |
| Distinct | 12 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.2 MiB |
| NDF | |
|---|---|
| GB | |
| ES | |
| US | |
| NL | |
| Other values (7) |
Length
| Max length | 5 |
|---|---|
| Median length | 2 |
| Mean length | 2.346369942 |
| Min length | 2 |
Characters and Unicode
| Total characters | 1282500 |
|---|---|
| Distinct characters | 20 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | NDF |
|---|---|
| 2nd row | US |
| 3rd row | other |
| 4th row | US |
| 5th row | US |
Common Values
| Value | Count | Frequency (%) |
| NDF | 54850 | |
| GB | 52706 | |
| ES | 50512 | |
| US | 47693 | |
| NL | 47593 | |
| PT | 47100 | |
| other | 44824 | |
| FR | 43911 | |
| CA | 42544 | |
| IT | 40213 | |
| Other values (2) | 74643 |
Length
| Value | Count | Frequency (%) |
| ndf | 54850 | |
| gb | 52706 | |
| es | 50512 | |
| us | 47693 | |
| nl | 47593 | |
| pt | 47100 | |
| other | 44824 | |
| fr | 43911 | |
| ca | 42544 | |
| it | 40213 | |
| Other values (2) | 74643 |
Most occurring characters
| Value | Count | Frequency (%) |
| N | 102443 | 8.0% |
| F | 98761 | 7.7% |
| S | 98205 | 7.7% |
| D | 92689 | 7.2% |
| E | 88351 | 6.9% |
| T | 87313 | 6.8% |
| U | 84497 | 6.6% |
| A | 79348 | 6.2% |
| B | 52706 | 4.1% |
| G | 52706 | 4.1% |
| Other values (10) | 445481 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 1058380 | |
| Lowercase Letter | 224120 | 17.5% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| N | 102443 | |
| F | 98761 | |
| S | 98205 | |
| D | 92689 | |
| E | 88351 | 8.3% |
| T | 87313 | 8.2% |
| U | 84497 | 8.0% |
| A | 79348 | 7.5% |
| B | 52706 | 5.0% |
| G | 52706 | 5.0% |
| Other values (5) | 221361 |
Lowercase Letter
| Value | Count | Frequency (%) |
| o | 44824 | |
| t | 44824 | |
| h | 44824 | |
| e | 44824 | |
| r | 44824 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1282500 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| N | 102443 | 8.0% |
| F | 98761 | 7.7% |
| S | 98205 | 7.7% |
| D | 92689 | 7.2% |
| E | 88351 | 6.9% |
| T | 87313 | 6.8% |
| U | 84497 | 6.6% |
| A | 79348 | 6.2% |
| B | 52706 | 4.1% |
| G | 52706 | 4.1% |
| Other values (10) | 445481 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1282500 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| N | 102443 | 8.0% |
| F | 98761 | 7.7% |
| S | 98205 | 7.7% |
| D | 92689 | 7.2% |
| E | 88351 | 6.9% |
| T | 87313 | 6.8% |
| U | 84497 | 6.6% |
| A | 79348 | 6.2% |
| B | 52706 | 4.1% |
| G | 52706 | 4.1% |
| Other values (10) | 445481 |
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| signup_flow | days_from_first_active_until_booking | days_from_first_active_until_account_created | days_from_account_created_until_first_booking | year_first_active | month_first_active | day_first_active | day_of_week_first_active | week_of_year_first_active | year_first_booking | month_first_booking | day_first_booking | day_of_week_first_booking | week_of_year_first_booking | year_account_created | month_account_created | day_account_created | day_of_week_account_created | week_of_year_account_created | gender | age | signup_method | language | affiliate_channel | affiliate_provider | first_affiliate_tracked | signup_app | first_device_type | first_browser | country_destination | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0 | 2228 | 732 | 1496 | 2009 | 5 | 23 | 5 | 21 | 2015 | 6 | 29 | 0 | 27 | 2011 | 5 | 25 | 2 | 21 | MALE | 38 | en | seo | untracked | Web | Mac Desktop | Chrome | NDF | ||
| 1 | 3 | 419 | 476 | -57 | 2009 | 6 | 9 | 1 | 24 | 2010 | 8 | 2 | 0 | 31 | 2010 | 9 | 28 | 1 | 39 | FEMALE | 56 | basic | en | direct | direct | untracked | Web | Windows Desktop | IE | US |
| 2 | 0 | 1043 | 765 | 278 | 2009 | 10 | 31 | 5 | 44 | 2012 | 9 | 8 | 5 | 36 | 2011 | 12 | 5 | 0 | 49 | FEMALE | 42 | en | direct | direct | untracked | Web | Mac Desktop | Firefox | other | |
| 3 | 0 | 72 | 280 | -208 | 2009 | 12 | 8 | 1 | 50 | 2010 | 2 | 18 | 3 | 7 | 2010 | 9 | 14 | 1 | 37 | -unknown- | 41 | basic | en | direct | direct | untracked | Web | Mac Desktop | Chrome | US |
| 4 | 0 | 3 | 0 | 3 | 2010 | 1 | 2 | 5 | 53 | 2010 | 1 | 5 | 1 | 1 | 2010 | 1 | 2 | 5 | 53 | FEMALE | 46 | basic | en | other | craigslist | untracked | Web | Mac Desktop | Safari | US |
| 5 | 0 | 10 | 0 | 10 | 2010 | 1 | 3 | 6 | 53 | 2010 | 1 | 13 | 2 | 2 | 2010 | 1 | 3 | 6 | 53 | FEMALE | 47 | basic | en | direct | direct | omg | Web | Mac Desktop | Safari | US |
| 6 | 0 | 206 | 0 | 206 | 2010 | 1 | 4 | 0 | 1 | 2010 | 7 | 29 | 3 | 30 | 2010 | 1 | 4 | 0 | 1 | FEMALE | 50 | basic | en | other | craigslist | untracked | Web | Mac Desktop | Safari | US |
| 7 | 0 | 0 | 0 | 0 | 2010 | 1 | 4 | 0 | 1 | 2010 | 1 | 4 | 0 | 1 | 2010 | 1 | 4 | 0 | 1 | -unknown- | 46 | basic | en | other | craigslist | omg | Web | Mac Desktop | Firefox | US |
| 8 | 0 | 2 | 0 | 2 | 2010 | 1 | 4 | 0 | 1 | 2010 | 1 | 6 | 2 | 1 | 2010 | 1 | 4 | 0 | 1 | FEMALE | 36 | basic | en | other | craigslist | untracked | Web | Mac Desktop | Firefox | US |
| 9 | 0 | 2001 | 0 | 2001 | 2010 | 1 | 5 | 1 | 1 | 2015 | 6 | 29 | 0 | 27 | 2010 | 1 | 5 | 1 | 1 | FEMALE | 47 | basic | en | other | craigslist | untracked | Web | iPhone | -unknown- | NDF |
Last rows
| signup_flow | days_from_first_active_until_booking | days_from_first_active_until_account_created | days_from_account_created_until_first_booking | year_first_active | month_first_active | day_first_active | day_of_week_first_active | week_of_year_first_active | year_first_booking | month_first_booking | day_first_booking | day_of_week_first_booking | week_of_year_first_booking | year_account_created | month_account_created | day_account_created | day_of_week_account_created | week_of_year_account_created | gender | age | signup_method | language | affiliate_channel | affiliate_provider | first_affiliate_tracked | signup_app | first_device_type | first_browser | country_destination | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 546579 | 0 | 1 | 0 | 1 | 2013 | 12 | 17 | 1 | 51 | 2013 | 12 | 18 | 2 | 51 | 2013 | 12 | 17 | 1 | 51 | MALE | 31 | en | direct | direct | linked | Web | Mac Desktop | Safari | other | |
| 546580 | 20 | 73 | 0 | 73 | 2014 | 2 | 5 | 2 | 8 | 2014 | 4 | 18 | 5 | 18 | 2014 | 2 | 5 | 2 | 8 | FEMALE | 30 | basic | en | direct | direct | untracked | iOS | Mac Desktop | Chrome | other |
| 546581 | 0 | 0 | 0 | 0 | 2013 | 11 | 19 | 1 | 47 | 2013 | 11 | 19 | 1 | 47 | 2013 | 11 | 19 | 1 | 47 | MALE | 24 | basic | zh | direct | direct | linked | Web | Windows Desktop | Chrome | other |
| 546582 | 0 | 1 | 0 | 1 | 2013 | 10 | 1 | 1 | 40 | 2013 | 10 | 2 | 2 | 40 | 2013 | 10 | 1 | 1 | 40 | FEMALE | 41 | basic | en | direct | direct | omg | Web | Mac Desktop | Safari | other |
| 546583 | 0 | 1 | 0 | 1 | 2013 | 3 | 21 | 3 | 12 | 2013 | 3 | 22 | 4 | 12 | 2013 | 3 | 21 | 3 | 12 | FEMALE | 33 | basic | en | direct | direct | linked | Web | Mac Desktop | Firefox | other |
| 546584 | 0 | 0 | 0 | 0 | 2013 | 4 | 21 | 0 | 17 | 2013 | 4 | 21 | 0 | 17 | 2013 | 4 | 21 | 0 | 17 | -unknown- | 41 | basic | en | sem-brand | omg | Web | Windows Desktop | Chrome | other | |
| 546585 | 0 | 55 | 0 | 55 | 2012 | 7 | 2 | 0 | 27 | 2012 | 8 | 26 | 5 | 34 | 2012 | 7 | 2 | 0 | 27 | MALE | 28 | en | sem-brand | omg | Web | Mac Desktop | Chrome | other | ||
| 546586 | 0 | 22 | 0 | 22 | 2014 | 5 | 21 | 2 | 21 | 2014 | 6 | 12 | 3 | 24 | 2014 | 5 | 21 | 2 | 21 | -unknown- | 30 | basic | en | direct | direct | untracked | Web | Windows Desktop | IE | other |
| 546587 | 0 | 2 | 0 | 2 | 2014 | 1 | 13 | 0 | 3 | 2014 | 1 | 15 | 2 | 3 | 2014 | 1 | 13 | 0 | 3 | FEMALE | 30 | basic | en | direct | direct | linked | Web | Mac Desktop | Safari | other |
| 546588 | 0 | 1 | 0 | 1 | 2012 | 7 | 20 | 5 | 29 | 2012 | 7 | 22 | 0 | 30 | 2012 | 7 | 20 | 5 | 29 | MALE | 25 | en | direct | direct | untracked | Web | Windows Desktop | Chrome | other |
Most frequently occurring
| signup_flow | days_from_first_active_until_booking | days_from_first_active_until_account_created | days_from_account_created_until_first_booking | year_first_active | month_first_active | day_first_active | day_of_week_first_active | week_of_year_first_active | year_first_booking | month_first_booking | day_first_booking | day_of_week_first_booking | week_of_year_first_booking | year_account_created | month_account_created | day_account_created | day_of_week_account_created | week_of_year_account_created | gender | age | signup_method | language | affiliate_channel | affiliate_provider | first_affiliate_tracked | signup_app | first_device_type | first_browser | country_destination | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7627 | 0 | 0 | 0 | 0 | 2013 | 6 | 6 | 3 | 23 | 2013 | 6 | 6 | 3 | 23 | 2013 | 6 | 6 | 3 | 23 | FEMALE | 25 | basic | en | direct | direct | untracked | Web | Mac Desktop | Safari | PT | 128 |
| 833 | 0 | 0 | 0 | 0 | 2012 | 3 | 1 | 2 | 9 | 2012 | 3 | 1 | 2 | 9 | 2012 | 3 | 1 | 2 | 9 | FEMALE | 40 | basic | en | sem-brand | linked | Web | Mac Desktop | Firefox | PT | 127 | |
| 7911 | 0 | 0 | 0 | 0 | 2013 | 6 | 15 | 5 | 24 | 2013 | 6 | 15 | 5 | 24 | 2013 | 6 | 15 | 5 | 24 | FEMALE | 31 | en | direct | direct | untracked | Web | Windows Desktop | Chrome | PT | 122 | |
| 4620 | 0 | 0 | 0 | 0 | 2013 | 1 | 25 | 4 | 4 | 2013 | 1 | 25 | 5 | 4 | 2013 | 1 | 25 | 4 | 4 | FEMALE | 25 | en | direct | direct | linked | Web | Mac Desktop | Safari | PT | 108 | |
| 13192 | 0 | 0 | 0 | 0 | 2014 | 6 | 23 | 0 | 26 | 2014 | 6 | 23 | 0 | 26 | 2014 | 6 | 23 | 0 | 26 | FEMALE | 21 | en | seo | untracked | Web | Mac Desktop | Chrome | PT | 97 | ||
| 7555 | 0 | 0 | 0 | 0 | 2013 | 6 | 3 | 1 | 23 | 2013 | 6 | 3 | 1 | 23 | 2013 | 6 | 3 | 1 | 23 | FEMALE | 19 | basic | en | direct | direct | untracked | Web | Mac Desktop | Safari | PT | 96 |
| 8365 | 0 | 0 | 0 | 0 | 2013 | 6 | 27 | 3 | 26 | 2013 | 6 | 27 | 3 | 26 | 2013 | 6 | 27 | 3 | 26 | FEMALE | 45 | basic | en | sem-non-brand | omg | Web | Windows Desktop | IE | PT | 96 | |
| 5400 | 0 | 0 | 0 | 0 | 2013 | 3 | 3 | 0 | 10 | 2013 | 3 | 3 | 0 | 10 | 2013 | 3 | 3 | 0 | 10 | -unknown- | 35 | basic | en | sem-brand | omg | Web | Windows Desktop | Chrome | PT | 95 | |
| 1810 | 0 | 0 | 0 | 0 | 2012 | 6 | 19 | 1 | 25 | 2012 | 6 | 19 | 1 | 25 | 2012 | 6 | 19 | 1 | 25 | FEMALE | 37 | en | direct | direct | omg | Web | Mac Desktop | Safari | PT | 92 | |
| 5476 | 0 | 0 | 0 | 0 | 2013 | 3 | 5 | 1 | 10 | 2013 | 3 | 5 | 1 | 10 | 2013 | 3 | 5 | 1 | 10 | MALE | 25 | en | sem-brand | omg | Web | Windows Desktop | Chrome | PT | 86 |